Table 11.
Classification results for ANN with varying intensity of the simulated noise
| | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| a | b=2 | b=4 | b=6 | ||||||
| 0.1 |
0.880 |
0.929 |
322.2 |
0.870 |
0.921 |
320.8 |
0.874 |
0.922 |
320.3 |
| 0.2 |
0.867 |
0.928 |
322.8 |
0.844 |
0.922 |
315.1 |
0.840 |
0.905 |
314.2 |
| 0.3 |
0.863 |
0.929 |
319.3 |
0.837 |
0.906 |
313.4 |
0.811 |
0.895 |
303.4 |
| 0.4 |
0.856 |
0.917 |
320.5 |
0.823 |
0.887 |
312.3 |
0.784 |
0.874 |
300.6 |
| 0.5 |
0.830 |
0.918 |
320.1 |
0.811 |
0.874 |
309.1 |
0.778 |
0.850 |
300.3 |
| 0.6 |
0.818 |
0.916 |
314.9 |
0.803 |
0.858 |
299.2 |
0.762 |
0.833 |
292 |
| 0.7 |
0.803 |
0.910 |
309.6 |
0.759 |
0.865 |
281.9 |
0.761 |
0.811 |
283.2 |
| 0.8 |
0.814 |
0.898 |
308.6 |
0.753 |
0.839 |
288.2 |
0.745 |
0.801 |
280.7 |
| 0.9 |
0.798 |
0.892 |
303.4 |
0.723 |
0.838 |
273.9 |
0.728 |
0.795 |
261.7 |
| 1.0 | 0.777 | 0.890 | 297.1 | 0.724 | 0.807 | 265.3 | 0.728 | 0.788 | 269.3 |